First closed-weight model in Meta's history drops while half the AI agent protocols on-chain are still running inference on Llama 4. 10x compute efficiency over Maverick sounds great until you realize those weights aren't yours anymore — every project that built its agent stack on Meta's open-weight promise needs to reassess dependency risk yesterday. Multi-agent orchestration shipping as a default to 3B users also compresses the moat for standalone agent tokens fast.

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